§ The result
2 points separate Recruiterflow and SeekOut.
Recruiterflow (ATS-integrated) edges SeekOut (Sourcing) by 2 points under rubric v1.0, 36 to 34. The 7 criteria split 5 to 2 in favour of Recruiterflow: Recruiterflow is ahead on Customer Documentation and SeekOut on Bias Audit Transparency. The widest raw gap and the heaviest weighted swing are the same criterion, Bias Audit Transparency, and SeekOut holds it (Recruiterflow 18, SeekOut 40, 18% weight), worth 91% of the weighted advantage SeekOut builds across the 2 criteria it leads.
Vendor profile
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
Vendor profile
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
§ The record
Recruiterflow is filed under ATS-integrated AI, SeekOut under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act.
| Record | Recruiterflow | SeekOut |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2017 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 37% of the movement so far
Bias Audit Transparency
Recruiterflow 18 · SeekOut 40
4.0 weighted points to SeekOut
8% weight · 53% of the movement so far
Customer Documentation
Recruiterflow 56 · SeekOut 35
1.7 weighted points to Recruiterflow
12% weight · 68% of the movement so far
Human Oversight Design
Recruiterflow 58 · SeekOut 45
1.6 weighted points to Recruiterflow
15% weight · 80% of the movement so far
Data Governance Disclosure
Recruiterflow 44 · SeekOut 35
1.3 weighted points to Recruiterflow
12% weight · 89% of the movement so far
Post-Market Monitoring
Recruiterflow 33 · SeekOut 25
1.0 weighted points to Recruiterflow
15% weight · 96% of the movement so far
FRIA Support
Recruiterflow 30 · SeekOut 25
0.8 weighted points to Recruiterflow
20% weight · 100% of the movement so far
Article 11 Technical Documentation
Recruiterflow 33 · SeekOut 35
0.4 weighted points to SeekOut
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +1.9 — the difference between the two totals before either is rounded. Shares are of 10.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +2 beside that +1.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Recruiterflow minus SeekOut.
| Category | Weight | Recruiterflow | SeekOut | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 35 | -2 | -0.4 |
| Bias Audit Transparency | 18% | 18 | 40 | -22 | -4.0 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 44 | 35 | +9 | +1.3 |
| Human Oversight Design | 12% | 58 | 45 | +13 | +1.6 |
| Post-Market Monitoring | 12% | 33 | 25 | +8 | +1.0 |
| Customer Documentation | 8% | 56 | 35 | +21 | +1.7 |
| Total | 100% | 36 (F) | 34 (F) | +2 | +1.9 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Recruiterflow | SeekOut | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 6 | Sources on the vendor's own domain | 5 | 4 | Sources on the vendor's own domain |
Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; SeekOut has 9 evidence rows across 7 of 7 criteria — 5 with a source URL, 4 documented absences.
Provenance
The scores above are documented by 40 evidence rows on file for these two vendors: 31 for Recruiterflow, across 1 distinct source domain, and 9 for SeekOut, across 1 distinct source domain.
- Rubric
- v1.0
- Recruiterflow last reviewed
- September 25, 2026 · HireAIScore editorial team
- SeekOut last reviewed
- May 21, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next